Haiyao Cao
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Trend Setter
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Research topics
Machine Learning
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Keywords
text classification
(3)
semantic role labeling
(2)
financial opinion mining
(2)
pre-trained language model
(2)
self-supervised learning
(1)
knowledge distillation
(1)
out-of-distribution generalization
(1)
feature representation
(1)
regression analysis
(1)
linear classifier
(1)
out-of-distribution detection
(1)
sentence representation
(1)
multi-layer perceptron
(1)
pairwise classification
(1)
bert-based model
(1)
stock prediction
(1)
regression ranking
(1)
maximal potential profit
(1)
text pair
(1)
opinion ranking
(1)
Papers
Semantic Role Labeling Guided Out-of-distribution Detection
COLING 2024
aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining
EMNLP 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model
EMNLP 2022
UOA at the FinNLP-2022 ERAI Task: Leveraging the Class Label Description for Financial Opinion Mining
EMNLP 2022